Deep Learning for Whole Slide Image Cytology : A Human-in-the-Loop Approach

Deep Learning for Whole Slide Image Cytology : A Human-in-the-Loop Approach

With cancer being one of the leading causes of death globally, and with oral cancers being among the most common types of cancer, it is of interest to conduct large-scale oral cancer screening among the general population. Deep Learning can be used to make this possible despite the medical expertise...

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Bibliographic Details
Main Author: Rydell, Christopher
Format: Others
Language:English
Published: Uppsala universitet, Institutionen för informationsteknologi 2021
Subjects:
machine learning
deep learning
cytology
whole slide imaging
deep neural networks
convolutional neural networks
certainty calibration
calibration metrics
active learning
deep active learning
human-in-the-loop
Other Computer and Information Science
Annan data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-450356

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-450356

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